Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "24" csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 134 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_ Found 129 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
antnum = row['Ant']
if antnum != int(antenna):
continue
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459594 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 98.424439 | 69.560720 | 180.361639 | 139.676101 | 34.701723 | 32.908828 | 104.783537 | 89.418016 | 0.0168 | 0.0171 | 0.0011 | 1.136315 | 1.148012 |
| 2459593 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 94.489896 | 92.632537 | 180.326339 | 183.528316 | 58.473936 | 80.169011 | 202.628018 | 233.718908 | 0.0170 | 0.0166 | 0.0006 | 1.101191 | 1.097465 |
| 2459592 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 7.228530 | 11.623212 | 115.656526 | 57.613014 | 254.450998 | 48.843715 | 306.846545 | 60.846630 | 0.0162 | 0.0170 | 0.0008 | nan | nan |
| 2459591 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 267.947044 | 113.804277 | 306.070558 | 210.222980 | 94.872022 | 62.323925 | 786.093401 | 269.159244 | 0.0163 | 0.0165 | 0.0003 | 1.092750 | 1.102342 |
| 2459590 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 324.855462 | 182.556505 | 256.764339 | 200.116185 | 41.421626 | 41.187839 | 250.369354 | 278.659082 | 0.0163 | 0.0164 | 0.0004 | 1.124148 | 1.129536 |
| 2459589 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 337.054727 | 337.489416 | inf | inf | 45.778678 | 49.773900 | 343.883121 | 363.299255 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459588 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 178.870043 | 81.325083 | 277.406898 | 207.417489 | 36.531113 | 29.367972 | 52.716845 | 56.044446 | 0.0163 | 0.0167 | 0.0005 | 1.087501 | 1.096994 |
| 2459587 | RF_maintenance | 100.00% | - | - | - | 100.00% | 0.00% | 326.440818 | 93.706473 | 465.726910 | 273.661354 | 114.366300 | 45.382743 | 721.379261 | 349.771576 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459586 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 133.155444 | 128.800005 | 65.609225 | 61.247056 | 20.817838 | 21.836611 | 470.442946 | 294.535855 | 0.0172 | 0.0167 | 0.0011 | 1.119126 | 1.123617 |
| 2459585 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 81.415077 | 52.750434 | 54.204367 | 38.559421 | 10.361829 | 12.319049 | 896.082773 | 521.356455 | 0.0172 | 0.0166 | 0.0005 | 0.000000 | 0.000000 |
| 2459584 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 73.278102 | 127.683050 | 242.576550 | 235.184227 | 25.015936 | 23.558561 | 130.272191 | 118.809844 | 0.0170 | 0.0165 | 0.0006 | 0.000000 | 0.000000 |
| 2459583 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 104.494032 | 90.407660 | 120.888238 | 73.314624 | 126.530183 | 26.993287 | 804.531084 | 214.144334 | 0.0166 | 0.0171 | 0.0005 | 1.126258 | 1.133110 |
| 2459582 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 46.631604 | 72.669672 | 74.399198 | 59.789772 | 70.312513 | 30.737096 | 394.159741 | 144.656903 | 0.0169 | 0.0170 | 0.0010 | 1.075243 | 1.086880 |
| 2459581 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 55.719394 | 102.641964 | 76.075654 | 77.856103 | 44.437928 | 30.725795 | 288.454087 | 280.210980 | 0.0175 | 0.0164 | 0.0009 | 1.103104 | 1.100408 |
| 2459580 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 77.757013 | 91.271154 | 104.460305 | 88.276410 | 72.887976 | 43.236752 | 557.968100 | 349.997370 | 0.0165 | 0.0162 | 0.0004 | 1.114525 | 1.116793 |
| 2459579 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 63.217158 | 75.914820 | 114.715270 | 86.779776 | 78.873650 | 35.389880 | 937.729338 | 407.113612 | 0.0164 | 0.0165 | 0.0004 | 1.043027 | 1.049292 |
| 2459578 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 6.869406 | 11.953534 | 36.770944 | 31.528142 | 230.448886 | 132.421131 | 1106.759052 | 780.090522 | 0.0167 | 0.0164 | 0.0004 | nan | nan |
| 2459577 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 67.481461 | 100.044105 | 84.846939 | 70.407278 | 53.142205 | 41.005594 | 372.453096 | 253.933902 | 0.0164 | 0.0166 | 0.0004 | 1.105039 | 1.110637 |
| 2459576 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 69.431820 | 120.894303 | 68.546677 | 69.908465 | 66.722267 | 52.391017 | 560.747381 | 442.459606 | 0.0166 | 0.0161 | 0.0006 | 1.009870 | 1.010378 |
| 2459575 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 49.738036 | 78.739517 | 74.891981 | 56.090686 | 52.278508 | 17.140329 | 84.576991 | 34.822320 | 0.0168 | 0.0167 | 0.0005 | 0.000000 | 0.000000 |
| 2459574 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 69.079739 | 78.578150 | 69.221021 | 57.212161 | 58.005980 | 53.043585 | 368.305005 | 239.085131 | 0.0164 | 0.0165 | 0.0003 | 1.076987 | 1.081183 |
| 2459573 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 76.941118 | 81.515060 | 123.273838 | 97.695450 | 92.783456 | 47.387578 | 737.276995 | 460.249666 | 0.0167 | 0.0165 | 0.0004 | 0.000000 | 0.000000 |
| 2459572 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 51.371672 | 87.049360 | 62.012578 | 52.008788 | 34.064547 | 22.877364 | 787.120776 | 495.165179 | 0.0163 | 0.0167 | 0.0004 | 0.753049 | 0.753108 |
| 2459571 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 6.308673 | 10.581147 | 41.937554 | 35.671520 | 215.163837 | 143.511742 | 1304.509369 | 977.561317 | 0.0164 | 0.0164 | 0.0003 | nan | nan |
| 2459570 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459569 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 67.148683 | 77.373704 | 86.591253 | 66.552150 | 35.548186 | 16.949517 | 58.483072 | 29.638085 | 0.0162 | 0.0166 | 0.0005 | 0.945681 | 0.954087 |
| 2459566 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 32.437311 | 78.828562 | 63.700238 | 65.759031 | 22.802524 | 34.783641 | 131.735850 | 136.161671 | 0.0176 | 0.0167 | 0.0008 | 1.031764 | 1.030774 |
| 2459565 | RF_maintenance | 0.00% | - | - | - | 100.00% | 0.00% | -1.318369 | -1.318369 | -1.270881 | -1.270881 | -0.651706 | -0.651706 | -0.774639 | -0.774639 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459564 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 69.272253 | 94.797799 | 91.121081 | 78.431825 | 18.710436 | 11.401110 | 428.742662 | 199.272537 | 0.0163 | 0.0164 | 0.0004 | 1.084454 | 1.088140 |
| 2459563 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 47.439716 | 97.832947 | 151.080107 | 140.072193 | 50.997838 | 39.472707 | 441.704849 | 254.029914 | 0.0165 | 0.0165 | 0.0003 | 0.000000 | 0.000000 |
| 2459562 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 35.352345 | 66.991571 | 37.699907 | 41.532375 | 15.977194 | 11.605391 | 259.842865 | 242.746989 | 0.0165 | 0.0162 | 0.0004 | 1.110735 | 1.108536 |
| 2459561 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 65.445443 | 82.477534 | 48.837429 | 40.011580 | 22.488918 | 9.289574 | 720.696661 | 380.839871 | 0.0162 | 0.0163 | 0.0003 | 1.115064 | 1.119610 |
| 2459560 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 50.528195 | 63.046159 | 43.710351 | 34.248750 | 17.595308 | 10.418062 | 416.112015 | 238.877559 | 0.0164 | 0.0165 | 0.0005 | 1.114432 | 1.121716 |
| 2459559 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 44.366689 | 84.217052 | 43.193472 | 37.141838 | 11.807868 | 7.453459 | 395.376079 | 180.211371 | 0.0167 | 0.0165 | 0.0007 | 1.092036 | 1.097226 |
| 2459558 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 54.130276 | 100.494792 | 83.128955 | 82.600958 | 51.259374 | 34.373735 | 518.111101 | 371.695278 | 0.0168 | 0.0163 | 0.0004 | 1.094768 | 1.096274 |
| 2459557 | RF_maintenance | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0163 | 0.0165 | 0.0002 | nan | nan |
| 2459556 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 51.411417 | 94.236799 | 86.716307 | 87.888553 | 47.008761 | 44.908126 | 996.714227 | 929.977640 | 0.0165 | 0.0164 | 0.0004 | 1.093541 | 1.093202 |
| 2459554 | RF_maintenance | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0166 | 0.0166 | 0.0004 | nan | nan |
| 2459553 | RF_maintenance | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0163 | 0.0164 | 0.0004 | nan | nan |
| 2459552 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 50.386695 | 125.305394 | 108.346659 | 118.362722 | 45.836517 | 67.538161 | 315.863449 | 414.187460 | 0.0169 | 0.0162 | 0.0005 | 0.000000 | 0.000000 |
| 2459551 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 27.328487 | 56.108589 | 40.064681 | 40.649856 | 11.541547 | 8.665609 | 252.657828 | 237.565719 | 0.0171 | 0.0165 | 0.0005 | 1.100036 | 1.101328 |
| 2459550 | RF_maintenance | - | 96.71% | 96.71% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0326 | 0.0325 | 0.0003 | nan | nan |
| 2459549 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 97.319790 | 84.301930 | 123.533040 | 85.727361 | 109.310737 | 49.898752 | 1253.837508 | 523.903232 | 0.0163 | 0.0165 | 0.0004 | 1.088616 | 1.096400 |
| 2459542 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 86.426163 | 124.725452 | 231.731139 | 177.422872 | 13.006269 | 5.474536 | 967.508163 | 301.750941 | 0.0164 | 0.0163 | 0.0005 | 1.112459 | 1.116389 |
| 2459541 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 10.805824 | 11.020404 | 46.484980 | 46.969723 | 698.282447 | 685.597984 | 24.930368 | 29.097447 | 0.0168 | 0.0166 | 0.0004 | 1.028104 | 1.029250 |
| 2459540 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 34.569732 | 90.086925 | 34.422847 | 41.584834 | 15.887676 | 26.721311 | 123.611055 | 229.007421 | 0.0172 | 0.0162 | 0.0006 | 1.114479 | 1.106659 |
| 2459536 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 81.115554 | 129.863896 | 142.546396 | 144.788374 | 89.539911 | 68.370801 | 884.685767 | 764.259235 | 0.0166 | 0.0163 | 0.0003 | 1.132791 | 1.131451 |
| 2459535 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 28.741412 | 75.422608 | 32.366276 | 36.965014 | 22.759903 | 29.403129 | 186.898788 | 238.044509 | 0.0171 | 0.0163 | 0.0006 | 1.089803 | 1.093078 |
| 2459534 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 43.586533 | 59.701849 | 38.405757 | 32.258833 | 29.260734 | 22.435433 | 287.865069 | 150.907408 | 0.0163 | 0.0166 | 0.0003 | 1.110050 | 1.118459 |
| 2459533 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 128.039267 | 115.522470 | 118.249842 | 85.974319 | 93.763530 | 52.231760 | 1170.426224 | 439.406608 | 0.0161 | 0.0162 | 0.0003 | 1.120614 | 1.124056 |
| 2459532 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 64.016048 | 123.723206 | 107.891820 | 123.911929 | 60.675393 | 127.226133 | 445.057828 | 673.027726 | 0.0168 | 0.0162 | 0.0005 | 1.113657 | 1.111580 |
| 2459530 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 44.100032 | 74.825790 | 37.071452 | 33.256948 | 33.047560 | 11.920112 | 405.848533 | 202.281674 | 0.0163 | 0.0165 | 0.0003 | 1.078187 | 1.083474 |
| 2459527 | RF_maintenance | 0.00% | - | - | - | 100.00% | 0.00% | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459524 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 48.073014 | 108.908095 | 119.388974 | 129.774257 | 142.384532 | 181.184325 | 333.042364 | 430.877686 | 0.0168 | 0.0161 | 0.0005 | 0.000000 | 0.000000 |
| 2459523 | RF_maintenance | 100.00% | - | - | - | 100.00% | 0.00% | 113.028458 | 133.602788 | 154.036705 | 106.743593 | 101.507133 | 48.722393 | 1030.191200 | 290.253721 | nan | nan | nan | 1.393985 | 1.397309 |
| 2459522 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 47.109664 | 98.947637 | 104.396205 | 130.939333 | 90.543316 | 202.012444 | 397.684619 | 978.541711 | 0.0169 | 0.0162 | 0.0005 | 1.115200 | 1.114281 |
| 2459513 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 7.972699 | 17.276109 | 38.819657 | 56.906122 | 350.400394 | 517.878596 | 1261.836366 | 2474.374659 | 0.0172 | 0.0161 | 0.0009 | nan | nan |
| 2459508 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 55.278357 | 111.824873 | 112.892806 | 105.175313 | 77.994347 | 40.949352 | 108.121066 | 72.300610 | 0.0167 | 0.0166 | 0.0004 | 0.000000 | 0.000000 |
| 2459505 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 60.693874 | 104.480559 | 101.464691 | 103.357819 | 70.682556 | 126.221255 | 452.713477 | 532.109394 | 0.0079 | 0.0070 | 0.0016 | 1.136660 | 1.128519 |
| 2459503 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 43.965621 | 136.816953 | 142.718049 | 219.967892 | 57.350832 | 113.543358 | 245.125303 | 1230.045139 | 0.0088 | 0.0058 | 0.0074 | 0.000000 | 0.000000 |
auto_metrics notebooks.¶html_to_display = ''
for am_html in auto_metric_htmls:
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD).
HTML(html_to_display)
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 612.251820 | 112.608405 | 59.257581 | 197.661419 | 221.907152 | 39.961948 | 85.694464 | 284.434765 | 612.251820 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 1037.273185 | 39.927837 | 95.299852 | 184.280715 | 189.148698 | 62.044707 | 52.773482 | 1037.273185 | 687.486855 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | nn Temporal Discontinuties | 2401.689906 | 94.732298 | 56.386685 | 146.220833 | 131.105918 | 45.661876 | 55.630063 | 2401.689906 | 1991.099164 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | nn Temporal Discontinuties | 691.918843 | 90.143091 | 33.621105 | 160.481025 | 141.067211 | 48.454590 | 40.003931 | 691.918843 | 529.053403 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | nn Temporal Discontinuties | 1376.299471 | 97.322463 | 52.979076 | 125.701027 | 113.943033 | 40.797102 | 55.944270 | 1376.299471 | 960.057145 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 1686.810425 | 36.513742 | 63.020255 | 99.751416 | 86.178350 | 267.738496 | 154.795536 | 1686.810425 | 1026.082759 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | nn Temporal Discontinuties | 629.661035 | 75.810516 | 41.469135 | 122.938920 | 103.734496 | 67.469075 | 40.430984 | 629.661035 | 334.675675 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 1205.291428 | 111.804847 | 112.896852 | 199.775064 | 148.405779 | 77.072897 | 44.076541 | 1205.291428 | 453.088136 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | nn Temporal Discontinuties | 229.677476 | 95.517507 | 36.960494 | 198.400565 | 154.525384 | 94.685961 | 53.896707 | 229.677476 | 126.561028 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 1288.653313 | 65.337878 | 93.560050 | 142.455158 | 122.810818 | 72.272792 | 41.626166 | 1288.653313 | 791.309424 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Variability | 31035.072254 | -0.018595 | -0.018595 | 1032.262019 | 1032.262019 | 31035.072254 | 31035.072254 | 6.913393 | 6.913393 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 1110.520947 | 46.905237 | 95.555372 | 153.852533 | 139.948018 | 68.404529 | 39.494606 | 1110.520947 | 502.603414 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 225.640791 | 43.698741 | 94.659979 | 152.533403 | 149.158134 | 56.011299 | 39.514840 | 225.640791 | 142.346537 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 1171.100095 | 56.208106 | 89.130483 | 207.259926 | 171.888829 | 63.519567 | 48.689893 | 1171.100095 | 513.274545 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 810.220614 | 76.361567 | 94.985299 | 185.450133 | 142.918238 | 70.898674 | 54.075396 | 810.220614 | 382.844787 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 701.248241 | 70.408518 | 82.883876 | 169.056814 | 157.188156 | 62.781540 | 46.179192 | 701.248241 | 492.490041 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | nn Power | 156.078121 | 18.645457 | 113.916905 | 143.886270 | 156.078121 | 28.307668 | 35.281684 | 97.515293 | 131.419142 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 1751.918920 | 109.835878 | 98.850828 | 261.434898 | 173.300068 | 145.838111 | 45.515177 | 1751.918920 | 405.059724 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 443.001161 | 60.357292 | 85.762518 | 197.313631 | 166.505312 | 59.974663 | 34.111915 | 443.001161 | 243.466593 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 1128.922852 | 116.677603 | 162.106267 | 169.054151 | 262.425467 | 43.803668 | 151.290126 | 331.300838 | 1128.922852 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Power | 152134.236977 | 9.922314 | -0.475666 | 152134.236977 | -0.473532 | 8.365767 | -0.482720 | 8.355947 | -0.482733 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 708.757831 | 60.702404 | 112.077901 | 192.051166 | 176.413408 | 50.345769 | 48.556037 | 708.757831 | 384.159101 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 933.300648 | 111.020080 | 107.100136 | 159.143688 | 208.201497 | 32.861174 | 64.334484 | 421.837753 | 933.300648 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 2246.473690 | 215.521088 | 123.575056 | 242.406870 | 140.816325 | 130.034062 | 36.272916 | 2246.473690 | 476.364041 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 962.202797 | 70.520933 | 106.687829 | 194.487202 | 183.318232 | 66.917815 | 48.011435 | 962.202797 | 600.635303 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 1570.507311 | 105.141400 | 103.910746 | 152.084757 | 194.503264 | 53.290798 | 78.474621 | 676.330064 | 1570.507311 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 1368.991648 | 85.626045 | 51.456524 | 131.006903 | 138.778312 | 48.832459 | 58.149566 | 729.928121 | 1368.991648 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | nn Temporal Discontinuties | 518.884573 | 53.301755 | 98.360037 | 151.689705 | 156.590199 | 46.384474 | 78.414495 | 436.332514 | 518.884573 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 1126.334314 | 105.892646 | 64.558037 | 132.960146 | 146.707401 | 67.416790 | 77.195122 | 737.009769 | 1126.334314 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 483.938403 | 116.605103 | 52.331675 | 257.434049 | 246.479441 | 29.222085 | 28.128161 | 456.277752 | 483.938403 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 726.372495 | 110.769262 | 44.261255 | 159.654972 | 155.155822 | 59.903269 | 52.068102 | 577.537438 | 726.372495 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 3554.550088 | 51.402679 | 37.267570 | 103.338829 | 151.159334 | 210.715745 | 465.422109 | 1456.132351 | 3554.550088 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 417.005152 | 90.349713 | 49.282492 | 150.357959 | 154.795171 | 66.474280 | 77.169035 | 339.906444 | 417.005152 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 1271.503052 | 107.959847 | 102.433297 | 158.050428 | 207.077180 | 63.709982 | 94.428060 | 628.074468 | 1271.503052 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 1248.182046 | 64.289440 | 80.169965 | 167.311219 | 141.861249 | 75.229438 | 67.557427 | 1248.182046 | 694.490827 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 1345.239507 | 126.074293 | 102.163981 | 196.065659 | 134.250367 | 82.135965 | 37.008303 | 1345.239507 | 418.319846 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 1738.848297 | 168.070578 | 119.323191 | 242.211505 | 153.143427 | 105.806357 | 34.613398 | 1738.848297 | 364.379933 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 1079.492368 | 186.146126 | 132.961613 | 180.186631 | 162.225831 | 81.032533 | 99.224161 | 1079.492368 | 812.167699 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 940.289522 | 261.330484 | 114.236329 | 160.477343 | 117.078731 | 61.099085 | 58.455185 | 940.289522 | 574.208335 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 557.014665 | 302.183644 | 161.117605 | 197.803934 | 152.683083 | 50.683200 | 55.917545 | 557.014665 | 339.095066 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 830.666842 | 209.968478 | 283.123906 | 215.796919 | 232.167963 | 77.209472 | 63.673540 | 735.347677 | 830.666842 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 228.401752 | 121.435503 | 95.468565 | 201.927829 | 199.244059 | 48.050225 | 40.126402 | 226.533013 | 228.401752 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | nn Temporal Variability | 41.063050 | 12.267507 | 10.814905 | 25.556208 | 25.192363 | 41.063050 | 40.741472 | -2.263417 | -2.424342 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Variability | 201.255233 | 8.958147 | 8.980048 | 59.514106 | 47.983725 | 201.255233 | 144.577884 | 141.466914 | 96.484809 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 719.015391 | 275.058158 | 179.654055 | 212.050927 | 183.855062 | 80.853584 | 59.355469 | 719.015391 | 435.712910 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Power | 223.375574 | 71.358988 | 103.875287 | 223.375574 | 171.598027 | 27.729252 | 14.267978 | 55.300845 | 19.207984 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 659.770624 | 132.642872 | 134.465609 | 225.808624 | 226.146103 | 33.029428 | 36.835428 | 505.179170 | 659.770624 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 476.703902 | 126.231711 | 112.223224 | 176.522903 | 169.038007 | 60.131580 | 64.000590 | 476.703902 | 356.052336 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 1085.786774 | 114.880606 | 158.368234 | 206.990328 | 230.273123 | 73.021989 | 75.474293 | 796.465486 | 1085.786774 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 598.431085 | 93.565163 | 234.153270 | 142.397318 | 203.108223 | 56.482449 | 74.494492 | 225.908860 | 598.431085 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Shape | 385.545008 | 183.237394 | 385.545008 | 169.151400 | 274.721698 | 30.861557 | 32.180655 | 89.646970 | 169.364703 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Power | 180.361639 | 98.424439 | 69.560720 | 180.361639 | 139.676101 | 34.701723 | 32.908828 | 104.783537 | 89.418016 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | nn Temporal Discontinuties | 233.718908 | 94.489896 | 92.632537 | 180.326339 | 183.528316 | 58.473936 | 80.169011 | 202.628018 | 233.718908 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 306.846545 | 11.623212 | 7.228530 | 57.613014 | 115.656526 | 48.843715 | 254.450998 | 60.846630 | 306.846545 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 786.093401 | 113.804277 | 267.947044 | 210.222980 | 306.070558 | 62.323925 | 94.872022 | 269.159244 | 786.093401 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Shape | 324.855462 | 324.855462 | 182.556505 | 256.764339 | 200.116185 | 41.421626 | 41.187839 | 250.369354 | 278.659082 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | nn Power | inf | 337.489416 | 337.054727 | inf | inf | 49.773900 | 45.778678 | 363.299255 | 343.883121 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Power | 277.406898 | 178.870043 | 81.325083 | 277.406898 | 207.417489 | 36.531113 | 29.367972 | 52.716845 | 56.044446 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 721.379261 | 93.706473 | 326.440818 | 273.661354 | 465.726910 | 45.382743 | 114.366300 | 349.771576 | 721.379261 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 470.442946 | 133.155444 | 128.800005 | 65.609225 | 61.247056 | 20.817838 | 21.836611 | 470.442946 | 294.535855 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 896.082773 | 81.415077 | 52.750434 | 54.204367 | 38.559421 | 10.361829 | 12.319049 | 896.082773 | 521.356455 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Power | 242.576550 | 73.278102 | 127.683050 | 242.576550 | 235.184227 | 25.015936 | 23.558561 | 130.272191 | 118.809844 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 804.531084 | 104.494032 | 90.407660 | 120.888238 | 73.314624 | 126.530183 | 26.993287 | 804.531084 | 214.144334 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 394.159741 | 72.669672 | 46.631604 | 59.789772 | 74.399198 | 30.737096 | 70.312513 | 144.656903 | 394.159741 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 288.454087 | 55.719394 | 102.641964 | 76.075654 | 77.856103 | 44.437928 | 30.725795 | 288.454087 | 280.210980 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 557.968100 | 91.271154 | 77.757013 | 88.276410 | 104.460305 | 43.236752 | 72.887976 | 349.997370 | 557.968100 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 937.729338 | 63.217158 | 75.914820 | 114.715270 | 86.779776 | 78.873650 | 35.389880 | 937.729338 | 407.113612 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 1106.759052 | 6.869406 | 11.953534 | 36.770944 | 31.528142 | 230.448886 | 132.421131 | 1106.759052 | 780.090522 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 372.453096 | 100.044105 | 67.481461 | 70.407278 | 84.846939 | 41.005594 | 53.142205 | 253.933902 | 372.453096 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 560.747381 | 120.894303 | 69.431820 | 69.908465 | 68.546677 | 52.391017 | 66.722267 | 442.459606 | 560.747381 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 84.576991 | 78.739517 | 49.738036 | 56.090686 | 74.891981 | 17.140329 | 52.278508 | 34.822320 | 84.576991 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 368.305005 | 69.079739 | 78.578150 | 69.221021 | 57.212161 | 58.005980 | 53.043585 | 368.305005 | 239.085131 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 737.276995 | 81.515060 | 76.941118 | 97.695450 | 123.273838 | 47.387578 | 92.783456 | 460.249666 | 737.276995 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 787.120776 | 87.049360 | 51.371672 | 52.008788 | 62.012578 | 22.877364 | 34.064547 | 495.165179 | 787.120776 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 1304.509369 | 10.581147 | 6.308673 | 35.671520 | 41.937554 | 143.511742 | 215.163837 | 977.561317 | 1304.509369 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Power | 86.591253 | 77.373704 | 67.148683 | 66.552150 | 86.591253 | 16.949517 | 35.548186 | 29.638085 | 58.483072 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | nn Temporal Discontinuties | 136.161671 | 78.828562 | 32.437311 | 65.759031 | 63.700238 | 34.783641 | 22.802524 | 136.161671 | 131.735850 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | nn Temporal Variability | -0.651706 | -1.318369 | -1.318369 | -1.270881 | -1.270881 | -0.651706 | -0.651706 | -0.774639 | -0.774639 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 428.742662 | 69.272253 | 94.797799 | 91.121081 | 78.431825 | 18.710436 | 11.401110 | 428.742662 | 199.272537 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 441.704849 | 47.439716 | 97.832947 | 151.080107 | 140.072193 | 50.997838 | 39.472707 | 441.704849 | 254.029914 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 259.842865 | 35.352345 | 66.991571 | 37.699907 | 41.532375 | 15.977194 | 11.605391 | 259.842865 | 242.746989 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 720.696661 | 65.445443 | 82.477534 | 48.837429 | 40.011580 | 22.488918 | 9.289574 | 720.696661 | 380.839871 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 416.112015 | 50.528195 | 63.046159 | 43.710351 | 34.248750 | 17.595308 | 10.418062 | 416.112015 | 238.877559 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 395.376079 | 44.366689 | 84.217052 | 43.193472 | 37.141838 | 11.807868 | 7.453459 | 395.376079 | 180.211371 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 518.111101 | 100.494792 | 54.130276 | 82.600958 | 83.128955 | 34.373735 | 51.259374 | 371.695278 | 518.111101 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 996.714227 | 94.236799 | 51.411417 | 87.888553 | 86.716307 | 44.908126 | 47.008761 | 929.977640 | 996.714227 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | nn Temporal Discontinuties | 414.187460 | 125.305394 | 50.386695 | 118.362722 | 108.346659 | 67.538161 | 45.836517 | 414.187460 | 315.863449 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 252.657828 | 56.108589 | 27.328487 | 40.649856 | 40.064681 | 8.665609 | 11.541547 | 237.565719 | 252.657828 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 1253.837508 | 97.319790 | 84.301930 | 123.533040 | 85.727361 | 109.310737 | 49.898752 | 1253.837508 | 523.903232 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 967.508163 | 124.725452 | 86.426163 | 177.422872 | 231.731139 | 5.474536 | 13.006269 | 301.750941 | 967.508163 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Variability | 698.282447 | 11.020404 | 10.805824 | 46.969723 | 46.484980 | 685.597984 | 698.282447 | 29.097447 | 24.930368 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | nn Temporal Discontinuties | 229.007421 | 90.086925 | 34.569732 | 41.584834 | 34.422847 | 26.721311 | 15.887676 | 229.007421 | 123.611055 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 884.685767 | 129.863896 | 81.115554 | 144.788374 | 142.546396 | 68.370801 | 89.539911 | 764.259235 | 884.685767 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | nn Temporal Discontinuties | 238.044509 | 28.741412 | 75.422608 | 32.366276 | 36.965014 | 22.759903 | 29.403129 | 186.898788 | 238.044509 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 287.865069 | 59.701849 | 43.586533 | 32.258833 | 38.405757 | 22.435433 | 29.260734 | 150.907408 | 287.865069 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 1170.426224 | 128.039267 | 115.522470 | 118.249842 | 85.974319 | 93.763530 | 52.231760 | 1170.426224 | 439.406608 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | nn Temporal Discontinuties | 673.027726 | 64.016048 | 123.723206 | 107.891820 | 123.911929 | 60.675393 | 127.226133 | 445.057828 | 673.027726 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 405.848533 | 74.825790 | 44.100032 | 33.256948 | 37.071452 | 11.920112 | 33.047560 | 202.281674 | 405.848533 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | nn Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | nn Temporal Discontinuties | 430.877686 | 48.073014 | 108.908095 | 119.388974 | 129.774257 | 142.384532 | 181.184325 | 333.042364 | 430.877686 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Temporal Discontinuties | 1030.191200 | 113.028458 | 133.602788 | 154.036705 | 106.743593 | 101.507133 | 48.722393 | 1030.191200 | 290.253721 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | nn Temporal Discontinuties | 978.541711 | 98.947637 | 47.109664 | 130.939333 | 104.396205 | 202.012444 | 90.543316 | 978.541711 | 397.684619 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | nn Temporal Discontinuties | 2474.374659 | 17.276109 | 7.972699 | 56.906122 | 38.819657 | 517.878596 | 350.400394 | 2474.374659 | 1261.836366 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | ee Power | 112.892806 | 111.824873 | 55.278357 | 105.175313 | 112.892806 | 40.949352 | 77.994347 | 72.300610 | 108.121066 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | nn Temporal Discontinuties | 2258.710803 | 47.482614 | 103.204549 | 138.579498 | 177.098693 | 36.073134 | 83.002567 | 1044.576086 | 2258.710803 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | nn Temporal Discontinuties | 532.109394 | 104.480559 | 60.693874 | 103.357819 | 101.464691 | 126.221255 | 70.682556 | 532.109394 | 452.713477 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 0 | RF_maintenance | nn Temporal Discontinuties | 1230.045139 | 43.965621 | 136.816953 | 142.718049 | 219.967892 | 57.350832 | 113.543358 | 245.125303 | 1230.045139 |